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SOTA2 Research · benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
| Task | Dataset | Domain | Trend | Results | Last Update |
|---|---|---|---|---|---|
| Human-Object Interaction Detection | HICO-DET Zero-Shot | 33 | Feb 26, 2026 | ||
| Lane Detection | CurveLanes | 33 | May 25, 2026 | ||
| Semantic Segmentation | Cityscapes (val) | 33 | Feb 26, 2026 | ||
| Image Classification | STL10 (val) | 33 | Feb 26, 2026 | ||
| Face Alignment | 300W common subset | 33 | Feb 26, 2026 | ||
| 3D Human Pose Estimation |
| Human3.6M v1 (Protocol #2) |
| 33 |
| Feb 26, 2026 |
| Grounded Situation Recognition | SWiG (test) | 33 | Feb 26, 2026 |
|---|
| Visual Question Answering | VQA-CP v1 (test) | 33 | Mar 24, 2026 |
|---|
| Feature Matching | 3DMatch (Origin) | 33 | Feb 26, 2026 |
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| Relation Triple Extraction | WebNLG original (test) | 33 | Feb 26, 2026 |
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| Semantic Segmentation | INRIA Aerial Image Labeling (test) | 33 | Feb 27, 2026 |
|---|
| Image Classification | CIFAR-100 Sym-20% (test) | 33 | Feb 26, 2026 |
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| Face Verification | AgeDB-30 (test) | 33 | Apr 13, 2026 |
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| Image Classification | CIFAR-10 | 33 | Feb 26, 2026 |
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| Text Classification | Amazon Review Full | 33 | Mar 30, 2026 |
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| Speaker Diarization | CALLHOME (test) | 33 | Feb 26, 2026 |
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| Lane Detection | BDD100K (test) | 33 | Feb 26, 2026 |
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| Sequential Recommendation | Amazon Books | 33 | May 11, 2026 |
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| Link Prediction | Amazon | 33 | Apr 20, 2026 |
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| Sentiment Analysis | ChnSentiCorp (test) | 33 | Feb 26, 2026 |
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| Sentiment Analysis | ChnSentiCorp (dev) | 33 | Feb 26, 2026 |
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| Image Classification | CIFAR-10 Asymmetric Noise (test) | 33 | Feb 26, 2026 |
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| Scene Text Recognition | COCO-Text (test) | 33 | Feb 26, 2026 |
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| Video Summarization | TVSum (Augmented) | 33 | Feb 26, 2026 |
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| Video Summarization | SumMe (Augmented) | 33 | Feb 26, 2026 |
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